Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "45" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 119 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 112 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | RF_maintenance | 100.00% | 0.00% | 96.76% | 0.00% | 100.00% | 0.00% | 0.609229 | 7.612071 | -0.704250 | 79.427317 | -0.890484 | 27.379033 | -0.964824 | 26.476312 | 0.7849 | 0.1946 | 0.5096 | 16.078074 | 2.034868 |
| 2459593 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 275.136867 | 275.455810 | inf | inf | 66.050105 | 69.546533 | 422.740262 | 407.998522 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459592 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 0.324102 | 1.794947 | -0.142579 | 6.194774 | -0.277393 | 2.186275 | -1.897394 | 0.283365 | 0.0279 | 0.0296 | 0.0017 | nan | nan |
| 2459591 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.161535 | 19.563762 | -0.758420 | 97.085611 | -0.664385 | 32.369399 | -0.379828 | 1.527148 | 0.6825 | 0.0948 | 0.5084 | 4.062071 | 1.200519 |
| 2459590 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.053212 | 23.003825 | -1.011246 | 90.521191 | 0.520530 | 35.042117 | -0.464735 | 3.295778 | 0.6840 | 0.0966 | 0.5094 | 5.467332 | 1.762772 |
| 2459589 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 339.319064 | 339.319436 | inf | inf | 47.391529 | 49.773797 | 345.496440 | 342.785530 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459588 | RF_maintenance | 100.00% | 0.00% | 83.20% | 0.00% | 100.00% | 0.00% | 0.473980 | 15.068334 | -0.618527 | 102.384109 | -1.189730 | 24.819518 | -0.870964 | 12.834793 | 0.7786 | 0.1897 | 0.5034 | 9.067099 | 1.502868 |
| 2459587 | RF_maintenance | 100.00% | - | - | - | 100.00% | 0.00% | -0.064069 | 20.514599 | -0.433811 | 136.951980 | -0.895120 | 7.722095 | -0.356292 | 10.947090 | nan | nan | nan | 4.619977 | 1.361761 |
| 2459586 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.443622 | 18.881566 | 0.900025 | 31.619151 | 0.698662 | 11.488261 | -1.026239 | 5.591102 | 0.6768 | 0.0922 | 0.4953 | 4.242141 | 1.684697 |
| 2459585 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.157406 | 26.275779 | 1.162698 | 10.179754 | 2.153424 | 10.090441 | -1.320829 | 3.268417 | 0.0293 | 0.0289 | 0.0015 | 0.000000 | 0.000000 |
| 2459584 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 3.755060 | 24.430287 | 1.669862 | 112.217370 | 1.453965 | 18.325347 | 18.956575 | 20.142335 | 0.6298 | 0.0617 | 0.4691 | 8.952235 | 1.278085 |
| 2459583 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.332543 | 18.550934 | -0.592176 | 34.761370 | -0.622560 | 23.668494 | -0.539938 | 0.224738 | 0.6793 | 0.0671 | 0.5033 | 5.264071 | 2.061528 |
| 2459582 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.083651 | 16.085797 | -0.702808 | 31.535749 | -0.814657 | 28.695773 | -0.709190 | 0.299490 | 0.6822 | 0.0626 | 0.5245 | 3.944712 | 1.893101 |
| 2459581 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.145912 | 22.858955 | -0.153580 | 35.669781 | -0.704926 | 23.078901 | -0.523444 | 0.365415 | 0.6737 | 0.0666 | 0.4920 | 4.260910 | 2.074114 |
| 2459580 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.031332 | 17.183923 | -0.729880 | 36.526088 | 0.334395 | 24.308837 | -0.884376 | 0.161012 | 0.6884 | 0.0708 | 0.5222 | 5.546708 | 2.223295 |
| 2459579 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.388781 | 17.174800 | -0.511891 | 41.519418 | -0.342874 | 27.446782 | -0.451224 | 1.503251 | 0.6850 | 0.0654 | 0.5104 | 1.590290 | 0.817009 |
| 2459578 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.867439 | 1.741470 | -1.014852 | 2.040398 | 0.006685 | 1.222053 | -0.232696 | 1.112416 | 0.0285 | 0.0343 | 0.0015 | nan | nan |
| 2459577 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.498011 | 22.321173 | -0.264268 | 33.364081 | -0.595919 | 24.963742 | -0.578727 | 0.380122 | 0.6856 | 0.0671 | 0.5314 | 4.210192 | 2.045931 |
| 2459576 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.337190 | 17.402494 | -0.073207 | 26.749507 | -0.549291 | 22.036595 | -0.377561 | 0.992147 | 0.7004 | 0.0703 | 0.4832 | 3.680529 | 1.146047 |
| 2459575 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.276607 | 17.360450 | -0.580314 | 26.483141 | -0.868229 | 17.028030 | -0.780538 | 5.730801 | 0.7589 | 0.1042 | 0.5274 | 0.000000 | 0.000000 |
| 2459574 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.017396 | 16.207959 | -0.336560 | 25.437150 | -0.691332 | 24.291151 | -0.695395 | 0.632983 | 0.7050 | 0.0641 | 0.4558 | 3.526730 | 1.852293 |
| 2459573 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.442960 | 16.543177 | -0.685891 | 43.705914 | -1.127555 | 28.396523 | -0.406537 | 1.342201 | 0.6885 | 0.0647 | 0.4600 | 2.923402 | 1.433718 |
| 2459572 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.088978 | 17.124426 | -0.343257 | 25.590449 | -0.843285 | 18.037164 | 0.001300 | 2.367975 | 0.6884 | 0.0699 | 0.4733 | 4.708524 | 2.535530 |
| 2459571 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.623637 | 1.372956 | -0.990353 | 2.120094 | 0.409072 | 1.445128 | -0.367951 | 1.180514 | 0.0270 | 0.0299 | 0.0017 | nan | nan |
| 2459570 | RF_maintenance | 100.00% | 0.00% | 98.38% | 0.00% | 100.00% | 0.00% | 0.893668 | 26.742093 | 0.355007 | 26.749369 | 0.111127 | 1.509136 | -0.292771 | 3.729589 | 0.6498 | 0.1435 | 0.4450 | 7.908626 | 5.059505 |
| 2459569 | RF_maintenance | 100.00% | 0.00% | 95.67% | 0.00% | 100.00% | 0.00% | 0.234993 | 20.034338 | -0.203768 | 33.142724 | -0.793520 | 10.312800 | -0.492838 | 8.498450 | 0.7629 | 0.1451 | 0.4606 | 5.426451 | 2.288651 |
| 2459566 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.135899 | 15.799688 | -0.073173 | 33.158619 | -0.517694 | 21.804380 | -0.572455 | -0.198374 | 0.6874 | 0.0560 | 0.4513 | 2.204687 | 1.388420 |
| 2459565 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | 0.347647 | 0.347647 | 0.332430 | 0.332430 | -0.674491 | -0.674491 | -0.797241 | -0.797241 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | RF_maintenance | 100.00% | 0.00% | 98.32% | 0.00% | 100.00% | 0.00% | -0.496341 | 14.588855 | 0.377393 | 35.237237 | -0.504584 | 2.362906 | -0.290001 | 0.472765 | 0.7120 | 0.0942 | 0.5167 | 3.201469 | 1.710287 |
| 2459563 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.008775 | 16.044015 | 0.041200 | 67.143897 | 0.104567 | 22.451769 | -0.506168 | 1.257612 | 0.6911 | 0.0831 | 0.5015 | 4.700284 | 2.697408 |
| 2459562 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.474333 | 10.329125 | 0.168912 | 17.355695 | 0.093062 | 2.787132 | -0.035245 | 0.615954 | 0.7039 | 0.0705 | 0.5006 | 3.152643 | 1.950509 |
| 2459561 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.363745 | 10.895038 | -0.119990 | 16.512948 | -0.306022 | 2.989829 | -0.170594 | 0.853749 | 0.7066 | 0.0716 | 0.5039 | 3.555909 | 2.057976 |
| 2459560 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.408278 | 9.948344 | 0.151755 | 16.754804 | -0.224456 | 3.134338 | -0.140361 | 0.445522 | 0.6999 | 0.0655 | 0.5110 | 3.616316 | 2.032359 |
| 2459559 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.357340 | 12.878003 | 0.128238 | 18.399485 | -0.577882 | 3.531485 | -0.001314 | 0.804077 | 0.7080 | 0.0715 | 0.5221 | 3.424661 | 1.784804 |
| 2459558 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.151780 | 16.950477 | -0.775458 | 35.066915 | -0.625486 | 23.526272 | -0.415555 | 1.191239 | 0.7078 | 0.0660 | 0.5098 | 3.044263 | 1.187504 |
| 2459557 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0272 | 0.0289 | 0.0011 | nan | nan |
| 2459556 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.088623 | 17.503787 | -0.652779 | 38.071613 | -0.600887 | 21.155033 | -0.569546 | 3.022501 | 0.7109 | 0.0698 | 0.5179 | 3.251974 | 1.197160 |
| 2459554 | RF_maintenance | - | 0.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7036 | 0.0665 | 0.5199 | nan | nan |
| 2459553 | RF_maintenance | - | 0.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7104 | 0.0711 | 0.5282 | nan | nan |
| 2459552 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.356939 | 20.934242 | -0.290505 | 50.230203 | -1.406293 | 32.230646 | -0.483016 | 2.930470 | 0.7131 | 0.0625 | 0.5231 | 3.380411 | 0.828842 |
| 2459551 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.516233 | 10.114546 | 0.099451 | 20.401977 | -0.377514 | 4.302086 | -0.008825 | 0.854564 | 0.7008 | 0.0699 | 0.5156 | 3.485158 | 1.977561 |
| 2459550 | RF_maintenance | - | 97.53% | 97.53% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0489 | 0.0531 | 0.0010 | nan | nan |
| 2459549 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.349540 | 15.259780 | -0.502836 | 37.851871 | -0.726992 | 23.182020 | -0.488237 | 0.971948 | 0.7027 | 0.0631 | 0.5109 | 2.916122 | 1.192393 |
| 2459542 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.935090 | 21.815864 | 0.182361 | 76.641808 | -0.187433 | 1.900142 | -0.583961 | 0.813047 | 0.7645 | 0.0859 | 0.5399 | 3.936069 | 1.864911 |
| 2459541 | RF_maintenance | 100.00% | 1.79% | 97.76% | 0.00% | 100.00% | 0.00% | -0.672114 | 10.415804 | -0.740851 | 36.648378 | 0.952678 | 242.414110 | -0.927925 | 15.112726 | 0.7510 | 0.0942 | 0.5165 | 5.373821 | 2.356872 |
| 2459540 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.486735 | 15.153974 | -0.322185 | 17.473907 | 0.482402 | 5.218452 | -0.491659 | 0.812963 | 0.7617 | 0.0679 | 0.5368 | 3.830811 | 1.637201 |
| 2459536 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.363430 | 25.797421 | 0.514418 | 65.285641 | -0.384425 | 31.813627 | -0.567115 | 1.834538 | 0.7386 | 0.0586 | 0.4623 | 2.941116 | 1.064010 |
| 2459535 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.316340 | 12.169207 | -0.190842 | 16.010692 | 0.738455 | 5.503657 | -0.583379 | 0.253064 | 0.7904 | 0.0669 | 0.4911 | 3.609336 | 1.162045 |
| 2459534 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.433727 | 12.330102 | -0.240015 | 14.798218 | 1.430083 | 3.913552 | -0.369684 | -0.095455 | 0.7816 | 0.0560 | 0.3906 | 8.427547 | 1.789231 |
| 2459533 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.220656 | 18.831725 | -0.877309 | 35.496589 | 0.112259 | 20.818272 | -0.685463 | 1.290000 | 0.7292 | 0.0557 | 0.4337 | 3.012896 | 1.221338 |
| 2459532 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.030212 | 21.673567 | -0.843252 | 48.153200 | 0.432731 | 25.550157 | -0.783705 | 0.702092 | 0.7275 | 0.0584 | 0.4465 | 3.213785 | 1.171304 |
| 2459530 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.622609 | 10.780694 | -0.054254 | 15.056364 | -0.170367 | 4.333049 | -0.330376 | 0.362758 | 0.7504 | 0.0648 | 0.4298 | 3.308130 | 1.174925 |
| 2459527 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.213488 | 25.172167 | -0.966212 | 53.783161 | -2.006399 | 35.398094 | -1.126968 | 0.331946 | 0.0437 | 0.0355 | 0.0129 | 0.000000 | 0.000000 |
| 2459523 | RF_maintenance | 100.00% | - | - | - | 100.00% | 0.00% | 12.359820 | 30.122038 | 7.351017 | 42.077762 | 1236.772128 | 1195.857028 | 343.198099 | 333.157209 | nan | nan | nan | 1.251047 | 1.228667 |
| 2459522 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459513 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.554376 | 1.880525 | -0.996685 | 2.385962 | 0.192124 | 0.489091 | -0.400697 | 1.039036 | 0.0283 | 0.0319 | 0.0028 | nan | nan |
| 2459508 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.258083 | 29.853932 | -0.990078 | 50.685058 | -0.310600 | 15.562239 | -1.031418 | 14.679871 | 0.9074 | 0.1567 | 0.6424 | 0.000000 | 0.000000 |
| 2459505 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.228387 | 28.892435 | -0.313828 | 49.109386 | -0.652025 | 10.563779 | -1.231108 | 1.714528 | 0.8960 | 0.0617 | 0.6373 | 12.150069 | 1.223142 |
| 2459503 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.320051 | 28.721754 | -0.778118 | 83.071827 | -0.395422 | 33.077690 | -0.871188 | 2.715423 | 0.8630 | 0.0788 | 0.6656 | 0.000000 | 0.000000 |
| 2459501 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.738817 | 19.430260 | -0.461070 | 54.656972 | 0.532274 | 19.247731 | -0.900536 | 0.462335 | 0.0589 | 0.0477 | 0.0166 | 0.000000 | 0.000000 |
| 2459500 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.562885 | 20.045736 | -0.395292 | 65.372050 | -0.993807 | 20.861670 | -0.953252 | 0.555728 | 0.0570 | 0.0489 | 0.0121 | 0.000000 | 0.000000 |
| 2459499 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.255540 | 21.419409 | -0.738058 | 84.123846 | -1.173920 | 20.412991 | -0.866711 | 10.692407 | 0.0576 | 0.0483 | 0.0129 | 0.000000 | 0.000000 |
| 2459498 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.114295 | 21.102460 | -0.691632 | 74.676692 | -1.007968 | 16.282207 | -0.817926 | 2.990966 | 0.0524 | 0.0482 | 0.0105 | 0.000000 | 0.000000 |
| 2459497 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.046095 | 21.816949 | -0.567940 | 84.214536 | -1.433649 | 20.616549 | -0.937443 | 2.388517 | 0.0528 | 0.0471 | 0.0102 | 0.000000 | 0.000000 |
| 2459496 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.235998 | 20.849349 | -0.770854 | 76.567042 | -1.212307 | 19.222242 | -1.013102 | 1.330896 | 0.0568 | 0.0457 | 0.0113 | 0.000000 | 0.000000 |
| 2459495 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.451168 | 17.939332 | -0.809120 | 71.196274 | -1.055872 | 16.664942 | -0.956093 | 1.719999 | 0.0521 | 0.0460 | 0.0110 | 0.000000 | 0.000000 |
| 2459494 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.194589 | 17.898418 | -0.710809 | 76.155536 | -1.337240 | 19.784897 | -0.670310 | 5.010662 | 0.8465 | 0.0768 | 0.2442 | 0.000000 | 0.000000 |
| 2459492 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.729969 | 23.853583 | -1.495034 | 55.735345 | -0.221600 | 26.669555 | -0.184317 | 5.462853 | 0.7538 | 0.1341 | 0.3779 | 3.200682 | 0.739323 |
| 2459491 | RF_maintenance | 100.00% | 0.00% | 56.45% | 0.00% | 100.00% | 0.00% | 0.592436 | 23.405955 | -0.994522 | 61.051119 | 0.126564 | 40.184762 | -1.029927 | 12.098412 | 0.7932 | 0.3453 | 0.3226 | 1.860132 | 0.640155 |
| 2459490 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.798252 | 28.591695 | -1.092450 | 63.332867 | -0.049106 | 24.575895 | -0.570556 | 5.767557 | 0.7400 | 0.1438 | 0.4169 | 4.575207 | 1.725922 |
| 2459489 | RF_maintenance | 100.00% | 0.00% | 75.27% | 0.00% | 100.00% | 0.00% | 0.291224 | 23.877275 | -1.317760 | 57.539727 | 0.586669 | 25.604868 | -0.422538 | 7.660788 | 0.7596 | 0.2209 | 0.3957 | 4.640114 | 1.726195 |
| 2459488 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.899786 | 22.518646 | -1.068923 | 47.652192 | -0.088851 | 28.731198 | 15.481481 | 9.742050 | 0.7529 | 0.1561 | 0.4121 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 75.266330 | 0.217816 | 21.267586 | -0.756339 | 75.266330 | -0.992953 | 24.195319 | -0.404550 | 19.043772 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 89.168107 | 0.475015 | 20.919354 | -0.275786 | 89.168107 | 0.192721 | 29.849313 | -0.724534 | 3.415906 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 72.918040 | 0.602443 | 23.379950 | -0.699038 | 72.918040 | 0.625977 | 29.782263 | -0.471499 | 2.264671 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 69.443678 | 0.257567 | 18.729591 | -0.867070 | 69.443678 | -0.621552 | 25.993281 | -0.682251 | 3.088596 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 71.362017 | -0.797969 | 9.299759 | 0.525001 | 71.362017 | 0.544901 | 24.908086 | 0.063335 | 10.951117 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 82.767574 | 0.280695 | 19.259372 | -0.151037 | 82.767574 | -0.029321 | 31.790265 | -0.986311 | 2.444728 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | ee Shape | 2.169690 | 2.169690 | 2.169690 | 2.167948 | 2.167948 | 1.661723 | 1.661723 | 1.618898 | 1.618898 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 89.198385 | 0.526108 | 22.650455 | -0.180351 | 89.198385 | 0.685344 | 40.309411 | -0.712763 | 2.934007 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 75.584611 | 0.544824 | 22.923786 | -0.347644 | 75.584611 | -0.314953 | 26.424992 | -0.669842 | 1.308895 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 84.036867 | 27.818999 | 0.360175 | 84.036867 | -0.758187 | 33.557458 | 0.623170 | 3.067899 | -0.732792 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 74.920363 | 0.713470 | 30.362508 | -0.602688 | 74.920363 | 0.884891 | 43.264144 | -0.735809 | 4.073043 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 85.773893 | 0.478358 | 26.742918 | -0.380997 | 85.773893 | -0.104276 | 34.363045 | -0.676132 | 4.596944 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 69.477317 | 21.548995 | 0.642441 | 69.477317 | 0.055551 | 29.876289 | 0.039014 | 3.601228 | -0.608567 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | ee Power | 3.395863 | 3.387311 | 3.387311 | 3.395863 | 3.395863 | 3.161985 | 3.161985 | 2.884634 | 2.884634 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 64.899025 | 22.573564 | 0.207637 | 64.899025 | -0.629119 | 34.154633 | -0.308109 | 6.141518 | 0.359630 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 71.242812 | 0.657565 | 21.751905 | -0.185210 | 71.242812 | -0.263140 | 37.925842 | -0.982834 | 1.566404 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 65.128011 | 24.865205 | 0.163291 | 65.128011 | 0.081588 | 46.680470 | -0.618369 | 4.241152 | -0.395461 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 124.762712 | 24.083641 | -0.117141 | 124.762712 | 0.391547 | 23.891634 | 0.148825 | 2.342895 | -0.961800 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 78.030981 | 24.804299 | -0.144348 | 78.030981 | -0.722056 | 29.059812 | 0.802809 | 8.960238 | 0.881900 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Shape | 14.363501 | 14.363501 | -1.071128 | 10.036132 | -0.746539 | 3.290388 | 0.512032 | 5.255587 | 0.310106 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 72.281643 | 19.774571 | 0.032950 | 72.281643 | -0.060202 | 38.184798 | 0.116678 | 1.146087 | -0.816271 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 79.979758 | 24.338704 | 0.179232 | 79.979758 | 0.081963 | 38.421594 | -0.129538 | 3.776421 | -0.297713 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 71.159890 | 0.097462 | 20.199717 | -0.374633 | 71.159890 | -0.105777 | 39.188527 | -0.554738 | 5.924727 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 108.633667 | 21.000491 | 0.435320 | 108.633667 | 0.602029 | 43.792987 | -0.101436 | 2.421516 | -0.556895 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 68.697808 | 0.416094 | 23.586632 | -0.300165 | 68.697808 | 0.248385 | 30.391276 | -0.584090 | 2.674057 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 75.531561 | 0.340150 | 24.669311 | -0.691497 | 75.531561 | -0.569669 | 29.448406 | -0.946277 | 2.620081 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 77.383940 | -0.454352 | 16.707481 | -0.196711 | 77.383940 | -1.390860 | 50.690573 | -0.657646 | 32.585447 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 55.218391 | -0.045254 | 19.551105 | -0.614154 | 55.218391 | -1.456161 | 31.127752 | -0.885896 | 9.565840 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 71.584964 | 0.503217 | 22.157241 | -0.263658 | 71.584964 | -0.452330 | 34.399753 | -0.674873 | 20.365510 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 88.894496 | 23.794475 | 0.276228 | 88.894496 | -0.122621 | 31.171160 | 1.118423 | 14.490925 | -0.855702 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 101.054801 | 18.692069 | 0.276057 | 101.054801 | -0.628045 | 34.309675 | 0.533055 | 10.122573 | -0.911066 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Temporal Variability | 38.549088 | 11.875019 | 0.243269 | 24.502263 | 0.112672 | 38.549088 | -0.117959 | -1.451046 | -0.527854 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | ee Shape | 0.696716 | 0.696716 | -0.611820 | -0.708342 | -1.319063 | -0.673679 | -0.506747 | -1.458303 | -0.178202 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 86.164290 | -0.242472 | 23.361561 | -0.938508 | 86.164290 | -1.127364 | 44.369754 | -0.952637 | 18.869032 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 86.626544 | 0.359125 | 18.810809 | -0.474594 | 86.626544 | -0.649830 | 12.930278 | -0.555250 | 2.988386 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 103.909971 | 20.006716 | 0.175787 | 103.909971 | -0.730737 | 26.342602 | 0.766204 | 11.192210 | -0.758005 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 81.264019 | 0.124802 | 19.769922 | -0.718069 | 81.264019 | 0.095706 | 36.756724 | -0.714463 | 5.963328 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 91.350430 | 19.338316 | 0.129446 | 91.350430 | -0.135710 | 30.474476 | -0.592460 | 6.626926 | -0.659885 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 73.686869 | 18.872621 | 0.105878 | 73.686869 | -0.092602 | 35.017227 | -0.822588 | 3.812903 | -0.914851 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 85.409190 | 30.360014 | -0.116687 | 85.409190 | -0.903516 | 12.772182 | -1.206390 | 24.199808 | -1.010388 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 79.427317 | 0.609229 | 7.612071 | -0.704250 | 79.427317 | -0.890484 | 27.379033 | -0.964824 | 26.476312 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | ee Power | inf | 275.136867 | 275.455810 | inf | inf | 66.050105 | 69.546533 | 422.740262 | 407.998522 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 6.194774 | 1.794947 | 0.324102 | 6.194774 | -0.142579 | 2.186275 | -0.277393 | 0.283365 | -1.897394 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 97.085611 | 19.563762 | -0.161535 | 97.085611 | -0.758420 | 32.369399 | -0.664385 | 1.527148 | -0.379828 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 90.521191 | -0.053212 | 23.003825 | -1.011246 | 90.521191 | 0.520530 | 35.042117 | -0.464735 | 3.295778 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | inf | 339.319436 | 339.319064 | inf | inf | 49.773797 | 47.391529 | 342.785530 | 345.496440 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 102.384109 | 0.473980 | 15.068334 | -0.618527 | 102.384109 | -1.189730 | 24.819518 | -0.870964 | 12.834793 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 136.951980 | 20.514599 | -0.064069 | 136.951980 | -0.433811 | 7.722095 | -0.895120 | 10.947090 | -0.356292 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 31.619151 | 0.443622 | 18.881566 | 0.900025 | 31.619151 | 0.698662 | 11.488261 | -1.026239 | 5.591102 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Shape | 26.275779 | 1.157406 | 26.275779 | 1.162698 | 10.179754 | 2.153424 | 10.090441 | -1.320829 | 3.268417 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 112.217370 | 3.755060 | 24.430287 | 1.669862 | 112.217370 | 1.453965 | 18.325347 | 18.956575 | 20.142335 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 34.761370 | 0.332543 | 18.550934 | -0.592176 | 34.761370 | -0.622560 | 23.668494 | -0.539938 | 0.224738 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 31.535749 | 16.085797 | 0.083651 | 31.535749 | -0.702808 | 28.695773 | -0.814657 | 0.299490 | -0.709190 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 35.669781 | 0.145912 | 22.858955 | -0.153580 | 35.669781 | -0.704926 | 23.078901 | -0.523444 | 0.365415 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 36.526088 | 17.183923 | 0.031332 | 36.526088 | -0.729880 | 24.308837 | 0.334395 | 0.161012 | -0.884376 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 41.519418 | 0.388781 | 17.174800 | -0.511891 | 41.519418 | -0.342874 | 27.446782 | -0.451224 | 1.503251 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 2.040398 | -0.867439 | 1.741470 | -1.014852 | 2.040398 | 0.006685 | 1.222053 | -0.232696 | 1.112416 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 33.364081 | 22.321173 | -0.498011 | 33.364081 | -0.264268 | 24.963742 | -0.595919 | 0.380122 | -0.578727 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 26.749507 | 17.402494 | -0.337190 | 26.749507 | -0.073207 | 22.036595 | -0.549291 | 0.992147 | -0.377561 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 26.483141 | 17.360450 | 0.276607 | 26.483141 | -0.580314 | 17.028030 | -0.868229 | 5.730801 | -0.780538 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 25.437150 | -0.017396 | 16.207959 | -0.336560 | 25.437150 | -0.691332 | 24.291151 | -0.695395 | 0.632983 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 43.705914 | 16.543177 | 0.442960 | 43.705914 | -0.685891 | 28.396523 | -1.127555 | 1.342201 | -0.406537 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 25.590449 | 17.124426 | 0.088978 | 25.590449 | -0.343257 | 18.037164 | -0.843285 | 2.367975 | 0.001300 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 2.120094 | 1.372956 | -0.623637 | 2.120094 | -0.990353 | 1.445128 | 0.409072 | 1.180514 | -0.367951 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 26.749369 | 0.893668 | 26.742093 | 0.355007 | 26.749369 | 0.111127 | 1.509136 | -0.292771 | 3.729589 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 33.142724 | 20.034338 | 0.234993 | 33.142724 | -0.203768 | 10.312800 | -0.793520 | 8.498450 | -0.492838 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 33.158619 | 15.799688 | -0.135899 | 33.158619 | -0.073173 | 21.804380 | -0.517694 | -0.198374 | -0.572455 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Shape | 0.347647 | 0.347647 | 0.347647 | 0.332430 | 0.332430 | -0.674491 | -0.674491 | -0.797241 | -0.797241 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 35.237237 | -0.496341 | 14.588855 | 0.377393 | 35.237237 | -0.504584 | 2.362906 | -0.290001 | 0.472765 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 67.143897 | -0.008775 | 16.044015 | 0.041200 | 67.143897 | 0.104567 | 22.451769 | -0.506168 | 1.257612 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 17.355695 | -0.474333 | 10.329125 | 0.168912 | 17.355695 | 0.093062 | 2.787132 | -0.035245 | 0.615954 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 16.512948 | -0.363745 | 10.895038 | -0.119990 | 16.512948 | -0.306022 | 2.989829 | -0.170594 | 0.853749 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 16.754804 | -0.408278 | 9.948344 | 0.151755 | 16.754804 | -0.224456 | 3.134338 | -0.140361 | 0.445522 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 18.399485 | -0.357340 | 12.878003 | 0.128238 | 18.399485 | -0.577882 | 3.531485 | -0.001314 | 0.804077 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 35.066915 | 16.950477 | 0.151780 | 35.066915 | -0.775458 | 23.526272 | -0.625486 | 1.191239 | -0.415555 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 38.071613 | 17.503787 | -0.088623 | 38.071613 | -0.652779 | 21.155033 | -0.600887 | 3.022501 | -0.569546 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 50.230203 | 20.934242 | -0.356939 | 50.230203 | -0.290505 | 32.230646 | -1.406293 | 2.930470 | -0.483016 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 20.401977 | 10.114546 | -0.516233 | 20.401977 | 0.099451 | 4.302086 | -0.377514 | 0.854564 | -0.008825 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 37.851871 | -0.349540 | 15.259780 | -0.502836 | 37.851871 | -0.726992 | 23.182020 | -0.488237 | 0.971948 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 76.641808 | 21.815864 | -0.935090 | 76.641808 | 0.182361 | 1.900142 | -0.187433 | 0.813047 | -0.583961 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Temporal Variability | 242.414110 | 10.415804 | -0.672114 | 36.648378 | -0.740851 | 242.414110 | 0.952678 | 15.112726 | -0.927925 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 17.473907 | 15.153974 | -0.486735 | 17.473907 | -0.322185 | 5.218452 | 0.482402 | 0.812963 | -0.491659 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 65.285641 | 25.797421 | -0.363430 | 65.285641 | 0.514418 | 31.813627 | -0.384425 | 1.834538 | -0.567115 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 16.010692 | -0.316340 | 12.169207 | -0.190842 | 16.010692 | 0.738455 | 5.503657 | -0.583379 | 0.253064 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 14.798218 | 12.330102 | -0.433727 | 14.798218 | -0.240015 | 3.913552 | 1.430083 | -0.095455 | -0.369684 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 35.496589 | -0.220656 | 18.831725 | -0.877309 | 35.496589 | 0.112259 | 20.818272 | -0.685463 | 1.290000 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 48.153200 | -0.030212 | 21.673567 | -0.843252 | 48.153200 | 0.432731 | 25.550157 | -0.783705 | 0.702092 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 15.056364 | 10.780694 | -0.622609 | 15.056364 | -0.054254 | 4.333049 | -0.170367 | 0.362758 | -0.330376 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 53.783161 | -0.213488 | 25.172167 | -0.966212 | 53.783161 | -2.006399 | 35.398094 | -1.126968 | 0.331946 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | ee Temporal Variability | 1236.772128 | 12.359820 | 30.122038 | 7.351017 | 42.077762 | 1236.772128 | 1195.857028 | 343.198099 | 333.157209 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 2.385962 | 1.880525 | -0.554376 | 2.385962 | -0.996685 | 0.489091 | 0.192124 | 1.039036 | -0.400697 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 50.685058 | 29.853932 | 0.258083 | 50.685058 | -0.990078 | 15.562239 | -0.310600 | 14.679871 | -1.031418 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 73.009610 | 0.351475 | 29.773998 | -0.833473 | 73.009610 | 0.099360 | 22.378684 | -0.279934 | 7.953360 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 49.109386 | 28.892435 | 0.228387 | 49.109386 | -0.313828 | 10.563779 | -0.652025 | 1.714528 | -1.231108 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 83.071827 | 0.320051 | 28.721754 | -0.778118 | 83.071827 | -0.395422 | 33.077690 | -0.871188 | 2.715423 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 54.656972 | 0.738817 | 19.430260 | -0.461070 | 54.656972 | 0.532274 | 19.247731 | -0.900536 | 0.462335 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 65.372050 | 0.562885 | 20.045736 | -0.395292 | 65.372050 | -0.993807 | 20.861670 | -0.953252 | 0.555728 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 84.123846 | 21.419409 | 0.255540 | 84.123846 | -0.738058 | 20.412991 | -1.173920 | 10.692407 | -0.866711 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 74.676692 | -0.114295 | 21.102460 | -0.691632 | 74.676692 | -1.007968 | 16.282207 | -0.817926 | 2.990966 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 84.214536 | 21.816949 | 0.046095 | 84.214536 | -0.567940 | 20.616549 | -1.433649 | 2.388517 | -0.937443 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 76.567042 | -0.235998 | 20.849349 | -0.770854 | 76.567042 | -1.212307 | 19.222242 | -1.013102 | 1.330896 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 71.196274 | -0.451168 | 17.939332 | -0.809120 | 71.196274 | -1.055872 | 16.664942 | -0.956093 | 1.719999 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 76.155536 | 17.898418 | -0.194589 | 76.155536 | -0.710809 | 19.784897 | -1.337240 | 5.010662 | -0.670310 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 55.735345 | 23.853583 | 0.729969 | 55.735345 | -1.495034 | 26.669555 | -0.221600 | 5.462853 | -0.184317 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 61.051119 | 0.592436 | 23.405955 | -0.994522 | 61.051119 | 0.126564 | 40.184762 | -1.029927 | 12.098412 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 63.332867 | 28.591695 | 0.798252 | 63.332867 | -1.092450 | 24.575895 | -0.049106 | 5.767557 | -0.570556 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 57.539727 | 0.291224 | 23.877275 | -1.317760 | 57.539727 | 0.586669 | 25.604868 | -0.422538 | 7.660788 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45 | 5 | RF_maintenance | nn Power | 47.652192 | 0.899786 | 22.518646 | -1.068923 | 47.652192 | -0.088851 | 28.731198 | 15.481481 | 9.742050 |